There were 210 individuals in all, 28 of whom had cancer, and 182 of whom were immunocompetent. Table 1 displays the sociodemographic details and health-related variables of participants across two different categories: cancer patients and immunocompetent patients. Regarding age distribution, most participants in the immunocompetent group (49.5%) were under 5 years old, whereas the majority in the cancer group (53.6%) were between 5 and 10 years old. The gender distribution was fairly balanced, with slightly more males (53.3%) and slightly more females (53.6%) in the immunocompetent group and cancer group, respectively. According to statistical evaluations, 5 of the 182 immunocompetent patients had diabetes, whereas no cancer patients had this disease. Additionally, hypertension was observed in one of the 182 immunocompetent patients, and three out of the 28 cancer patients were receiving corticosteroids and chemotherapy. Furthermore, nine patients in the immunocompetent group developed obesity, while just three had cancer, and 16.5% of the patients in the immunocompetent group developed asthma.
Table 1
Sociodemographic Characteristics and Health Related Factors of Participants in The Study.
| Immunocompetent Group | Cancer Group | Total |
N = 182 | N % | N = 28 | N % | N = 210 |
Age | < 5 years | 90 | 49.5% | 5 | 17.9% | 95 |
5–10 years | 63 | 34.6% | 15 | 53.6% | 78 |
> 10 years | 29 | 15.9% | 8 | 28.6% | 37 |
Gender | Male | 97 | 53.3% | 13 | 46.4% | 110 |
Female | 85 | 46.7% | 15 | 53.6% | 100 |
Nationality | Saudi | 178 | 97.8% | 28 | 100.0% | 206 |
non-Saudi | 4 | 2.2% | 0 | 0.0% | 4 |
Diabetes | No | 176 | 97.2% | 28 | 100.0% | 204 |
Yes | 5 | 2.8% | 0 | 0.0% | 5 |
Hypertension | No | 181 | 99.5% | 25 | 89.3% | 206 |
Yes | 1 | 0.5% | 3 | 10.7% | 4 |
Asthma | No | 152 | 83.5% | 28 | 100.0% | 180 |
Yes | 30 | 16.5% | 0 | 0.0% | 30 |
Obesity | No | 171 | 95.0% | 25 | 89.3% | 196 |
Yes | 9 | 5.0% | 3 | 10.7% | 12 |
Table 2 provides descriptive statistics for cancer patients, in terms of their presentation status, type and stage of cancer and treatment modalities received. Among the cancer patients, 32.1% were newly diagnosed, 46.4% were in remission, 14.3% had relapsed, and 7.1% were in the maintenance phase of chemotherapy. The most prevalent type of cancer was acute lymphocytic leukemia (ALL) (69.2%), followed by acute myeloid leukemia (AML) (7.7%), central nervous system (CNS) tumors (7.7%), and sarcoma tumors (7.7%). Lymphoma and neuroblastoma constituted 3.8%. Concerning solid tumor staging, one patient (33.3%) was in stage 3, and two patients (66.7%) were in stage 4. Regarding treatment modality, 3 out of 28 (10.7%) patients underwent surgery. Only 2 out of 27 patients (7.4%) received radiation treatment. All patients (100.0%) received chemotherapy, and 5/23 (17.9%) underwent stem cell transplantation. Only 3 out of 27 patients (11.1%) received biologic therapy.
Table 2
Descriptive Statistics of Cancer Patients.
| n | N % |
Status of presentation | newly diagnosed | 9 | 32.1% |
remission | 13 | 46.4% |
relapsed | 4 | 14.3% |
maintenance | 2 | 7.1% |
Type of cancer | ALL | 18 | 69.2% |
AML | 2 | 7.7% |
Lymphoma | 1 | 3.8% |
CNS tumor | 2 | 7.7% |
Neuroblastoma | 1 | 3.8% |
Sarcoma | 2 | 7.7% |
Stage of cancer | stage I | 0 | 0.0% |
stage II | 0 | 0.0% |
stage III | 1 | 33.3% |
stage IV | 2 | 66.7% |
Treatment modality |
Surgery | no | 25 | 89.3% |
yes | 3 | 10.7% |
Radiation | no | 25 | 92.6% |
yes | 2 | 7.4% |
Chemotherapy | no | 0 | 0.0% |
yes | 28 | 100.0% |
Stem cell transplant | no | 23 | 82.1% |
yes | 5 | 17.9% |
Biological | no | 24 | 88.9% |
yes | 3 | 11.1% |
Table 3 presents a comparison of vital signs between the immunocompetent and cancer groups, indicating medians and interquartile ranges (IQRs), along with the associated p-values for each parameter. The median temperature for the immunocompetent group was 36.90°C, with an IQR of 36.70°C to 37.40°C, while the median temperature was 37.20°C and an IQR of 36.90°C to 38.10°C for the cancer group. The p-value of 0.014 suggested a statistically significant difference in temperature between the two groups. Concerning heart rate, both groups displayed a median of 120 beats per minute, and there was no significant difference between them. The median systolic blood pressure (SBP) was 102 mmHg for the immunocompetent group and 101 mmHg for the cancer group, and the difference was not statistically significant. Similarly, diastolic blood pressure (DBP) was not significantly different between both groups. The respiratory rate was a median of 27 breaths per minute in the immunocompetent group (IQR: 22 to 40 breaths per minute), and a median of 24 breaths per minute in the cancer group (IQR: 22 to 28 breaths per minute). A p-value of 0.030 indicated a statistically significant difference in respiratory rate between the two groups. Oxygen saturation (oxygen) did not significantly differ between the two groups.
Table 3
Comparison of Vitals Between Immunocompetent and Cancer Groups.
| Immunocompetent Group | Cancer Group | |
Median | IQR | Median | IQR | P value |
Temperature | 36.90 | 36.70– 37.40 | 37.20 | 36.90–38.10 | 0.014* |
Heart rate | 120 | 104–147 | 120 | 102–137 | 0.626 |
SBP | 102 | 92–112 | 101 | 95–109 | 0.709 |
DBP | 58 | 51–65 | 61 | 52–69 | 0.470 |
Respiratory rate | 27 | 22–40 | 24 | 22–28 | 0.030* |
oxygen | 99 | 98–100 | 99 | 99–100 | 0.126 |
*p < 0.05, significant |
Table 4 presents a comparison of COVID-19 symptoms between the immunocompetent and cancer groups. The presence of fever was significantly different between the two groups, with 52.7% of immunocompetent individuals and 82.1% of cancer patients experiencing fever (p value = 0.004*). There was no significant difference in the incidence of rhinorrhea, with 26.9% of immunocompetent patients and 17.9% of cancer patients reported this. Similarly, no significant differences were detected for sore throat, cough, respiratory distress, vomiting, shortness of breath, hypoxia, anosmia, ageusia, myalgia, fatigue, seizure, skin manifestations, shock, or decreased oral intake. However, diarrhea symptoms were significantly different between the two groups. Among the immunocompetent individuals, 14.8% had diarrhea, though none of the cancer patients had diarrhea (p value = 0.030*).
Table 4
Comparison of Symptoms COVID 19 Between Immunocompetent and Cancer Groups.
| Immunocompetent Group | Cancer Group | |
n | % | n | % | P value |
Fever | No | 86 | (47.3) | 5 | (17.9) | 0.004* |
Yes | 96 | (52.7) | 23 | (82.1) |
Runny nose | No | 133 | (73.1) | 23 | (82.1) | 0.362 |
Yes | 49 | (26.9) | 5 | (17.9) |
Sore throat | No | 161 | (88.5) | 25 | (89.3) | > 0.99 |
Yes | 21 | (11.5) | 3 | (10.7) |
Cough | No | 115 | (63.2) | 16 | (57.1) | 0.537 |
Yes | 67 | (36.8) | 12 | (42.9) |
Respiratory distress | No | 165 | (90.7) | 28 | (100.0) | 0.136 |
Yes | 17 | (9.3) | 0 | (0.0) |
Vomiting | No | 141 | (77.5) | 26 | (92.9) | 0.077 |
Yes | 41 | (22.5) | 2 | (7.1) |
Diarrhea | No | 155 | (85.2) | 28 | (100.0) | 0.030* |
Yes | 27 | (14.8) | 0 | (0.0) |
SOB | No | 156 | (85.7) | 27 | (96.4) | 0.139 |
Yes | 26 | (14.3) | 1 | (3.6) |
Hypoxia | No | 175 | (96.7) | 27 | (96.4) | > 0.99 |
Yes | 6 | (3.3) | 1 | (3.6) |
Anosmia | No | 182 | (100.0) | 27 | (96.4) | 0.133 |
Yes | 0 | (0.0) | 1 | (3.6) |
Ageusia | No | 182 | (100.0) | 28 | (100.0) | |
Myalgia | No | 173 | (95.1) | 26 | (92.9) | 0.644 |
Yes | 9 | (4.9) | 2 | (7.1) |
Fatigue | No | 163 | (89.6) | 26 | (92.9) | 0.747 |
Yes | 19 | (10.4) | 2 | (7.1) |
Seizure | No | 169 | (92.9) | 27 | (96.4) | 0.699 |
Yes | 13 | (7.1) | 1 | (3.6) |
Skin manifestations | No | 174 | (95.6) | 27 | (96.4) | > 0.99 |
Yes | 8 | (4.4) | 1 | (3.6) |
Shock | No | 182 | (100.0) | 27 | (96.4) | 0.133 |
Yes | 0 | (0.0) | 1 | (3.6) |
Decreased oral intake | No | 136 | (74.7) | 23 | (82.1) | 0.483 |
Yes | 46 | (25.3) | 5 | (17.9) |
*p < 0.05, significant |
Table 5 presents a comparison of laboratory findings between the immunocompetent and cancer groups. Specifically, hemoglobin levels were significantly different across groups, with means of 12.3 and 10.2 for the immunocompetent and cancer groups, respectively (p-value < 0.001*). Neutrophil counts also exhibited a significant difference, with a mean of 4.18 for the immunocompetent group, and 2.05 for the cancer group (p value = 0.013*). Other laboratory findings, such as glucose, fibrin, partial thromboplastin time (PTT), platelet count (PLT), alanine transaminase (ALT), lactic acid, prothrombin time (PT), D-dimer, C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), procalcitonin, aspartate transaminase (AST), creatinine (CRET), and bilirubin, showed no significant variations across both groups. Lymphocyte counts, however, exhibited a significant difference, with a median of 3.21, an IQR of 2.07–5.85 for the immunocompetent group, against a median of 1.23 and an IQR of 1.23 to 1.73 for the pediatric cancer group (p-value < 0.001*).
Table 5
Comparison of Lab Findings Between Immunocompetent and Cancer Groups.
| Immunocompetent Group | Cancer Group | |
Mean | SD | Median | IQR | Mean | SD | Median | IQR | P value |
Hemoglobin | 12.3 | 2.1 | | | 10.2 | 2.4 | | | < 0.001* |
Neutrophils | 4.18 | 3.93 | | | 2.05 | 3.78 | | | 0.013* |
Glucose | 5.66 | 2.27 | | | 5.82 | 1.35 | | | 0.732 |
Fibrin | 3.33 | 1.24 | | | 2.77 | .47 | | | 0.456 |
PTT | 35.48 | 8.55 | | | 33.20 | 1.48 | | | 0.557 |
Platelet | 368.63 | 163.24 | | | 160.29 | 92.36 | | | 0.963 |
ALT | 30.22 | 91.04 | | | 35.83 | 40.24 | | | 0.799 |
Lymphocytes | | | 3.21 | 2.07–5.85 | | | 1.23 | 0.65–1.73 | < 0.001* |
Lactic acid | | | 1.96 | 1.00–3.20 | | | 2.20 | 1.00–3.39 | 1.000 |
Pt | | | 12 | 11–13 | | | 12.00 | 12.00–12.00 | 0.894 |
D dimer | | | 0.90 | 0.30–2.10 | | | 0.37 | 0.32–1.04 | 0.464 |
CRP | | | 4.35 | 1.10–17.75 | | | 5.10 | 3.80–17.70 | 0.193 |
ESR | | | 16.5 | 6.0–34.0 | | | 29.00 | 29.00–29.00 | 0.405 |
Pro calcitonin | | | 0.08 | 0.04 -0 .12 | | | 0.21 | 0.10–0.65 | 0.153 |
AST | | | 34.00 | 26.50–45.00 | | | 31.00 | 21.00–40.00 | 0.186 |
CRET | | | 41 | 37–51 | | | 43.00 | 39.00–46.00 | 0.939 |
Bilirubin | | | 5.70 | 3.90–8.80 | | | 7.50 | 5.50–9.70 | 0.127 |
*p < 0.05, significant |
Table 6 compared the radiological findings between immunocompetent patients and cancer patients. Ground-glass opacity was observed in 4.3% of the immunocompetent patients, though not in any of the cancer patients. Similarly, patchy consolidations were found in 3.1% of immunocompetent individuals, though not in any of the cancer patients. Air bronchograms were present in 0.6% of immunocompetent individuals, though were absent in cancer patients. Peribronchiolar thickening was observed in 23.5% of immunocompetent individuals and 3.8% of cancer patients (p = 0.019). Adjacent pleura thickening was identified in 1.8% of immunocompetent individuals, though was not observed in cancer patients. Bilateral lung involvement was present in 6.1% of immunocompetent patients, though was absent in cancer patients. Reticular appearances and fibrosis were rare in both groups (percentages at < 2%). Interlobular septal thickening was identified in 1.3% of immunocompetent patients, though was not found in cancer patients.
Table 6
Comparison of Radiological Findings Between Immunocompetent and Cancer Groups
| Immunocompetent Group | Cancer Group | |
n | N % | n | N % | P value |
Ground-glass opacity | No | 156 | 95.7% | 25 | 100.0% | 0.597 |
Yes | 7 | 4.3% | 0 | 0.0% | |
Patchy consolidations | No | 158 | 96.9% | 25 | 100.0% | > 0.99 |
Yes | 5 | 3.1% | 0 | 0.0% | |
Air bronchogram | No | 162 | 99.4% | 25 | 100.0% | > 0.99 |
Yes | 1 | 0.6% | 0 | 0.0% | |
Peri bronchiolar thickening | No | 127 | 76.5% | 25 | 96.2% | 0.019* |
Yes | 39 | 23.5% | 1 | 3.8% | |
Adjacent pleura thickening | No | 160 | 98.2% | 25 | 100.0% | > 0.99 |
Yes | 3 | 1.8% | 0 | 0.0% | |
Bilateral lung involvement | No | 154 | 93.9% | 25 | 100.0% | 0.364 |
Yes | 10 | 6.1% | 0 | 0.0% | |
reticular appearance | No | 161 | 98.8% | 25 | 100.0% | > 0.99 |
Yes | 2 | 1.2% | 0 | 0.0% | |
Fibrosis | No | 161 | 98.8% | 25 | 100.0% | > 0.99 |
Yes | 2 | 1.2% | 0 | 0.0% | |
interlobular septal thickening | No | 152 | 98.7% | 25 | 100.0% | > 0.99 |
Yes | 2 | 1.3% | 0 | 0.0% | |
*p < 0.05, significant |
Figure 1 presents a descriptive comparison of COVID-19 treatment regimens between immunocompetent individuals and cancer patients. These findings indicated notable differences in treatment approaches. None of the cancer patients required supplemental oxygen, while 7.6% of immunocompetent patients received supplemental oxygen. Mechanical ventilation was used in 0.6% of immunocompetent patients, though not in cancer patients. Nebulizer treatment was administered to 14.9% of immunocompetent patients, though not to any of the cancer patients. Antibiotic usage differed, with co-amoxiclav (Augmentin®) not used in cancer patients, though administered to 6.4% of immunocompetent patients, while ceftriaxone was employed more frequently in cancer patients (38.5%) than in immunocompetent patients (14.5%). Remdesivir, analgesics, and dexamethasone were not used in cancer patients, though a minor percentage of immunocompetent patients received such treatments (1.2%, 10.4%, and 6.9%, respectively). Antipyretics were utilized by a greater percentage of cancer patients (57.1%) than immunocompetent patients (44.1%). These findings suggest variations in disease severity, respiratory support needs, and medication choices, based upon immunocompetence and the underlying cancer condition.
Table 7 compares short-term COVID-19 outcomes (PICU, morbidity, and mortality rates) between the immunocompetent and cancer groups. There was no significant difference in the rates of pediatric intensive care unit (PICU) admission (8.5% vs 7.1%, p = 1.000) or morbidity (6.6% vs 7.1%, p = 1.000) between the two groups. None of the 28 cancer patients had any signs or symptoms of pediatric multisystem inflammatory syndrome (PIMS) or post-infectious COVID-19-associated multisystem inflammatory syndrome in children (MIS-C). There were no indications of multiorgan system involvement or neurological, cardiac, or severe pulmonary issues. The gastrointestinal symptoms experienced by cancer patients were only temporary. According to Table 7, the mortality rate was significantly higher in cancer patients (10.7%) when compared to immunocompetent individuals, where no deaths were reported.. This suggests that COVID-19 had a more severe impact on cancer patients, increasing their likelihood of mortality event occurrence. The immunocompetent group’s ability to mount an immune response likely contributed to their reduced mortality rate. The absence of mortality events in the immunocompetent group can be attributed to their effective response to COVID-19 complications, which prevent fatal outcomes (18). In contrast, mortality events occurred among cancer patients, particularly those with a history of stem cell transplantation, indicating that preexisting cancer diagnoses and treatments were contributing factors to the higher mortality rate (19).
Table 7
Comparison of COVID-19 Outcomes Between Immunocompetent and Cancer groups.
| Immunocompetent Group | Cancer Group | |
n | N % | n | N % | P value |
PICU | No | 162 | 91.5% | 26 | 92.9% | > 0.99 |
Yes | 15 | 8.5% | 2 | 7.1% | |
Morbidity | No | 170 | 93.4% | 26 | 92.9% | > 0.99 |
Yes | 12 | 6.6% | 2 | 7.1% | |
Mortality | No | 182 | 100.0% | 25 | 89.3% | 0.002* |
Yes | 0 | 0.0% | 3 | 10.7% | |
*p,0.05, significant |
Further evaluations included IQR-based descriptive statistics for multiple clinical parameters monitored across all patients (Table 8), together with binary logistic regression analyses for main clinical parameters and symptoms (Table 9).
Table 8
Descriptive statistics (IQR)
| N | Mean | SD | Median | IQR | Minimum | Maximum |
Age | 182 | 70.5 | 46.7 | 60.0 | 34 | 108 | 8 | 180 |
Temperature | 177 | 37.2 | 0.8 | 36.9 | 36.7 | 37.4 | 36.1 | 40.2 |
Heart rate | 171 | 123.6 | 27.1 | 120.0 | 104 | 147 | 26 | 184 |
SBP | 133 | 110.0 | 89.1 | 102.0 | 92 | 112 | 56 | 1116 |
DBP | 134 | 58.7 | 11.2 | 58.0 | 51 | 65 | 36 | 95 |
Respiratory rate | 173 | 34.0 | 23.6 | 27.0 | 22 | 40 | 18 | 288 |
Oxygen | 174 | 98.3 | 2.4 | 99.0 | 98 | 100 | 83 | 100 |
Hg | 112 | 12.3 | 2.1 | 12.4 | 11.0 | 13.5 | 7.1 | 18.5 |
Neut | 111 | 4.2 | 3.9 | 3.0 | 1.6 | 5.2 | .32 | 22 |
Lympho | 112 | 11.3 | 61.6 | 3.2 | 2.1 | 5.9 | .57 | 650 |
Lactic acid | 16 | 22.2 | 80.2 | 2.0 | 1.0 | 3.5 | .95 | 323 |
Blood glucose | 112 | 5.7 | 2.3 | 5.4 | 4.5 | 6.3 | 1.7 | 21.2 |
Fibrin | 19 | 3.3 | 1.2 | 3.1 | 2.8 | 3.5 | 1.2 | 6.9 |
Ptt | 52 | 35.5 | 8.5 | 34.0 | 30 | 39 | 24 | 76 |
Pt | 52 | 12.2 | 2.0 | 12.0 | 11 | 13 | 1 | 16 |
d dimer | 38 | 1.6 | 1.8 | 1.0 | 0.3 | 2.2 | .1 | 7.7 |
Plt | 111 | 368.6 | 163.2 | 343.0 | 264 | 470 | 1 | 911 |
CRP | 100 | 16.5 | 33.1 | 4.4 | 1.1 | 18.0 | .2 | 218.4 |
ESR | 24 | 25.8 | 31.4 | 16.5 | 5.5 | 38.0 | 2 | 120 |
ALT | 85 | 30.2 | 91.0 | 19.0 | 12.0 | 23.5 | 8 | 850 |
procalcitonin | 76 | 0.2 | 0.7 | 0.1 | 0.0 | 0.1 | .02 | 4.50 |
AST | 83 | 49.4 | 98.1 | 34.0 | 27 | 45 | 9 | 913 |
CRET | 107 | 46.3 | 22.6 | 41.0 | 37 | 51 | 30 | 222 |
Bilirubin | 85 | 17.5 | 36.4 | 5.7 | 3.9 | 9.1 | 1.8 | 198.8 |
Table 9
Test statistics (Binary Logistic Regression Analyses)
| B | S.E. | Wald | df | p-value | Odds Ratio | 95% CI |
Fever | | | | | | | | |
| No | .361 | 1.330 | .074 | 1 | .786 | 1.435 | .106 | 19.451) |
| Yes | Ref | | | | | | | |
Diarrhea | | | | | | | | |
| No | -22.373 | 9095.912 | .000 | 1 | .998 | .000 | .000 | |
| Yes | Ref | | | | | | | |
Peri-bronchial thickening | | | | | | | | |
| No | -21.355 | 8542.068 | .000 | 1 | .998 | .000 | .000 | |
| Yes | Ref | | | | | | | |
Mortality | | | | | | | | |
| No | 21.229 | 3325.768 | .000 | 1 | .995 | 1657869022.928 | .000 | |
| Yes | Ref | | | | | | | |
Temperature | .249 | .485 | .263 | 1 | .608 | 1.282 | .496 | 3.316 |
Respiratory rate | .028 | .049 | .326 | 1 | .568 | 1.029 | .934 | 1.133 |
Hemoglobin | .809 | .304 | 7.078 | 1 | .008 | 2.245 | 1.237 | 4.073 |
Neutrophils | .087 | .108 | .652 | 1 | .419 | 1.091 | .883 | 1.349 |
Lymphocytes | 1.939 | .678 | 8.187 | 1 | .004 | 6.952 | 1.842 | 26.239 |
The overall model was significant at the 1% level, as shown by the chi-square statistic. The variables included in the model explained 66.6% of the dependent variable (type of patient, whether cancer or immunocompetent). The estimated model correctly classified 93.5% of the patients in the two categories of the dependent variable. Hb levels and lymphoma status were significant predictors of the dependent variable. Patients with a hg reading were 2.245 times more likely to be immunocompetent patients. Patients with lymphoma were 6.952 times more likely to be immunocompetent.